Papers with English urgency detection task
Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages (2020.coling-main)
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| Challenge: | We train monolingual and cross-lingual classifiers on the extracted features of tweets . we use a few state-of-the-art contextual embeddings to extract features of the tweets. |
| Approach: | They propose to use tweets to train a dataset of English and two low-resource languages to train zero-shot transfer models. |
| Outcome: | The proposed model performs well in English and in low-resource languages . the proposed model is based on state-of-the-art embeddings and semi-supervised methods . |